"This is a good start. However, much has been left out, maybe for the sake of simplicity. In reality, there is a whole alphabet soup of titles between the back and front ends to get from data to insights."

"Excellent posting. My only comment is that, under Business Skills, you could have added "Domain Knowledge and Experience". In my mind, this is what separates Data Scientists from the pack of data analysts, computer scientists,…"